Statistical and Econometric Methods for Transportation Data Analysis

Statistical and Econometric Methods for Transportation Data Analysis
Author: Simon Washington,Fred Mannering,Panagiotis Anastasopoulos
Publsiher: CRC Press
Total Pages: 400
Release: 2020-03-09
ISBN: 9780367199029
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Statistical and Econometric Methods for Transportation Data Analysis Book Excerpt:

Praise for the Second Edition: The second edition introduces an especially broad set of statistical methods ... As a lecturer in both transportation and marketing research, I find this book an excellent textbook for advanced undergraduate, Master's and Ph.D. students, covering topics from simple descriptive statistics to complex Bayesian models. ... It is one of the few books that cover an extensive set of statistical methods needed for data analysis in transportation. The book offers a wealth of examples from the transportation field. --The American Statistician Statistical and Econometric Methods for Transportation Data Analysis, Third Edition offers an expansion over the first and second editions in response to the recent methodological advancements in the fields of econometrics and statistics and to provide an increasing range of examples and corresponding data sets. It describes and illustrates some of the statistical and econometric tools commonly used in transportation data analysis. It provides a wide breadth of examples and case studies, covering applications in various aspects of transportation planning, engineering, safety, and economics. Ample analytical rigor is provided in each chapter so that fundamental concepts and principles are clear and numerous references are provided for those seeking additional technical details and applications. New to the Third Edition Updated references and improved examples throughout. New sections on random parameters linear regression and ordered probability models including the hierarchical ordered probit model. A new section on random parameters models with heterogeneity in the means and variances of parameter estimates. Multiple new sections on correlated random parameters and correlated grouped random parameters in probit, logit and hazard-based models. A new section discussing the practical aspects of random parameters model estimation. A new chapter on Latent Class Models. A new chapter on Bivariate and Multivariate Dependent Variable Models. Statistical and Econometric Methods for Transportation Data Analysis, Third Edition can serve as a textbook for advanced undergraduate, Masters, and Ph.D. students in transportation-related disciplines including engineering, economics, urban and regional planning, and sociology. The book also serves as a technical reference for researchers and practitioners wishing to examine and understand a broad range of statistical and econometric tools required to study transportation problems.

Statistical and Econometric Methods for Transportation Data Analysis Second Edition

Statistical and Econometric Methods for Transportation Data Analysis  Second Edition
Author: Simon P. Washington,Matthew G. Karlaftis,Fred L. Mannering
Publsiher: CRC Press
Total Pages: 544
Release: 2010-12-02
ISBN: 142008285X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Statistical and Econometric Methods for Transportation Data Analysis Second Edition Book Excerpt:

The complexity, diversity, and random nature of transportation problems necessitates a broad analytical toolbox. Describing tools commonly used in the field, Statistical and Econometric Methods for Transportation Data Analysis, Second Edition provides an understanding of a broad range of analytical tools required to solve transportation problems. It includes a wide breadth of examples and case studies covering applications in various aspects of transportation planning, engineering, safety, and economics. After a solid refresher on statistical fundamentals, the book focuses on continuous dependent variable models and count and discrete dependent variable models. Along with an entirely new section on other statistical methods, this edition offers a wealth of new material. New to the Second Edition A subsection on Tobit and censored regressions An explicit treatment of frequency domain time series analysis, including Fourier and wavelets analysis methods New chapter that presents logistic regression commonly used to model binary outcomes New chapter on ordered probability models New chapters on random-parameter models and Bayesian statistical modeling New examples and data sets Each chapter clearly presents fundamental concepts and principles and includes numerous references for those seeking additional technical details and applications. To reinforce a practical understanding of the modeling techniques, the data sets used in the text are offered on the book’s CRC Press web page. PowerPoint and Word presentations for each chapter are also available for download.

Statistical and Econometric Methods for Transportation Data Analysis Second Edition

Statistical and Econometric Methods for Transportation Data Analysis  Second Edition
Author: Simon P. Washington,Matthew G. Karlaftis,Fred Mannering
Publsiher: CRC Press
Total Pages: 544
Release: 2010-12-02
ISBN: 1420082868
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Statistical and Econometric Methods for Transportation Data Analysis Second Edition Book Excerpt:

The complexity, diversity, and random nature of transportation problems necessitates a broad analytical toolbox. Describing tools commonly used in the field, Statistical and Econometric Methods for Transportation Data Analysis, Second Edition provides an understanding of a broad range of analytical tools required to solve transportation problems. It includes a wide breadth of examples and case studies covering applications in various aspects of transportation planning, engineering, safety, and economics. After a solid refresher on statistical fundamentals, the book focuses on continuous dependent variable models and count and discrete dependent variable models. Along with an entirely new section on other statistical methods, this edition offers a wealth of new material. New to the Second Edition A subsection on Tobit and censored regressions An explicit treatment of frequency domain time series analysis, including Fourier and wavelets analysis methods New chapter that presents logistic regression commonly used to model binary outcomes New chapter on ordered probability models New chapters on random-parameter models and Bayesian statistical modeling New examples and data sets Each chapter clearly presents fundamental concepts and principles and includes numerous references for those seeking additional technical details and applications. To reinforce a practical understanding of the modeling techniques, the data sets used in the text are offered on the book’s CRC Press web page. PowerPoint and Word presentations for each chapter are also available for download.

Statistical and Econometric Methods for Transportation Data Analysis

Statistical and Econometric Methods for Transportation Data Analysis
Author: Simon Washington
Publsiher: Unknown
Total Pages: 425
Release: 2003
ISBN: 9780203620106
Category: Electronic books
Language: EN, FR, DE, ES & NL

Statistical and Econometric Methods for Transportation Data Analysis Book Excerpt:

Essays on Transport Economics

Essays on Transport Economics
Author: Pablo Coto-Millán,Vicente Inglada
Publsiher: Springer Science & Business Media
Total Pages: 381
Release: 2007-02-02
ISBN: 3790817651
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Essays on Transport Economics Book Excerpt:

This book explores analytical methods used in transportation economics and policy analysis. Encompassing fields of economics such as Industrial Organisation, Welfare Economics, General Equilibrium Theory and Input-Output-Analysis, the study of transport from an economic point of view serves as a test bench for applying methodologies of economic science to the real world. Each chapter opens with a brief theoretical introduction before evaluating case studies, using the state-of-the-art statistical and econometric techniques.

Safety Evaluation of Left turn Lane Line Width at Intersections with Opposing Left turn Lanes

Safety Evaluation of Left turn Lane Line Width at Intersections with Opposing Left turn Lanes
Author: Aemal Jan Khattak,Bhaven Naik,Vijay Kannan
Publsiher: Unknown
Total Pages: 112
Release: 2004
ISBN: 1928374650XXX
Category: Lane lines (Roads)
Language: EN, FR, DE, ES & NL

Safety Evaluation of Left turn Lane Line Width at Intersections with Opposing Left turn Lanes Book Excerpt:

Statistical Methods

Statistical Methods
Author: National Research Council (U.S.). Transportation Research Board
Publsiher: Unknown
Total Pages: 235
Release: 2005
ISBN: 1928374650XXX
Category: Motor vehicle occupants
Language: EN, FR, DE, ES & NL

Statistical Methods Book Excerpt:

This Transportation Research Record contains 28 papers dealing with statistical methods in highway safety research; highway safety data, analysis, and evaluation; occupant protection; and systematic reviews and meta-analysis. The papers address such topics as risk and crash prediction models, crashes on freeways and at signalized intersections, multivehicle crash prediction, speed and safety, red light running crashes, freeway lane closures, ramp design, accident exposure, rumble strip benefits, collisions with median trees, intersection safety, accident reconstruction, safety effects of speed limit changes, geometric design and head-on crashes, deer-vehicle crashes, sport utility vehicle rollover, vehicle occupancy and crash risk, a logit model for studying injury severity, abdominal injuries in rail passengers, healthy transport policies, and meta-analysis.

Risk Uncertainty and Statistical Modelling for Transportation Systems

Risk  Uncertainty and Statistical Modelling for Transportation Systems
Author: Rui Carvalho Oliveira,Joao De Abreu E Silva
Publsiher: CRC Press
Total Pages: 432
Release: 2017-01-15
ISBN: 9781482256161
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Risk Uncertainty and Statistical Modelling for Transportation Systems Book Excerpt:

This textbook introduces probabilistic and statistical modeling to risk management and decision making in the face of uncertainty and applies this especially to transportation systems. From basic concepts and methods in probability and statistics (descriptive and inferential), it develops to cover more advanced topics in discrete choice and count econometric models, particularly for transport systems and frameworks for risk analysis and management. Concepts relate to practice and to professional skills so that real-world problems are explored in a structured way.

Econometric models of aggregate freight transportation demand

Econometric models of aggregate freight transportation demand
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1975
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Econometric models of aggregate freight transportation demand Book Excerpt:

Journal of Public Transportation

Journal of Public Transportation
Author: Anonim
Publsiher: Unknown
Total Pages: 136
Release: 2012
ISBN: 1928374650XXX
Category: Local transit
Language: EN, FR, DE, ES & NL

Journal of Public Transportation Book Excerpt:

Bulletin

Bulletin
Author: Mahāwitthayālai Chīang Mai
Publsiher: Unknown
Total Pages: 135
Release: 1997
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

Bulletin Book Excerpt:

Decision Making in Engineering Design

Decision Making in Engineering Design
Author: ASME Press
Publsiher: Amer Society of Mechanical
Total Pages: 344
Release: 2006
ISBN: 1928374650XXX
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Decision Making in Engineering Design Book Excerpt:

Whether you are an engineer facing decisions in product design, an instructor or student engaged in course work, or a researcher exploring new options and opportunities, you can turn to Decision Making in Engineering Design for: Foundations and fundamentals of making decisions in product design; Clear examples of effective application of Decision-Based Design; State-of-the-art theory and practice in Decision-Based Design; Thoughtful insights on validation, uncertainty, preferences, distributed design, demand modeling, and other issues; End-of-chapter exercise problems to facilitate learning. With this advanced text, you become current with research results on DBD developed since the inception of The Open Workshop on Decision-Based Design, a project funded by the National Science Foundation.

Temporal Analysis of the Consumer Decision Process for Transportation

Temporal Analysis of the Consumer Decision Process for Transportation
Author: Frank S. Koppelman,Patricia K. Lyon,Northwestern University (Evanston, Ill.). Transportation Center
Publsiher: Unknown
Total Pages: 36
Release: 1980
ISBN: 1928374650XXX
Category: Choice of transportation
Language: EN, FR, DE, ES & NL

Temporal Analysis of the Consumer Decision Process for Transportation Book Excerpt:

Transportation Science

Transportation Science
Author: Anonim
Publsiher: Unknown
Total Pages: 488
Release: 2001
ISBN: 1928374650XXX
Category: Electronic journals
Language: EN, FR, DE, ES & NL

Transportation Science Book Excerpt:

Econometric Analysis and Railway Costing

Econometric Analysis and Railway Costing
Author: William G. Waters,A. D. Woodland
Publsiher: Oxford : North Oxford Academic Publishing Company ; Vancouver : Centre for Transportation Studies, University of British Columbia
Total Pages: 107
Release: 1984
ISBN: 1928374650XXX
Category: Econometrics
Language: EN, FR, DE, ES & NL

Econometric Analysis and Railway Costing Book Excerpt:

Optimal Transport Methods in Economics

Optimal Transport Methods in Economics
Author: Alfred Galichon
Publsiher: Princeton University Press
Total Pages: 184
Release: 2018-08-14
ISBN: 0691183465
Category: Business & Economics
Language: EN, FR, DE, ES & NL

Optimal Transport Methods in Economics Book Excerpt:

Optimal Transport Methods in Economics is the first textbook on the subject written especially for students and researchers in economics. Optimal transport theory is used widely to solve problems in mathematics and some areas of the sciences, but it can also be used to understand a range of problems in applied economics, such as the matching between job seekers and jobs, the determinants of real estate prices, and the formation of matrimonial unions. This is the first text to develop clear applications of optimal transport to economic modeling, statistics, and econometrics. It covers the basic results of the theory as well as their relations to linear programming, network flow problems, convex analysis, and computational geometry. Emphasizing computational methods, it also includes programming examples that provide details on implementation. Applications include discrete choice models, models of differential demand, and quantile-based statistical estimation methods, as well as asset pricing models. Authoritative and accessible, Optimal Transport Methods in Economics also features numerous exercises throughout that help you develop your mathematical agility, deepen your computational skills, and strengthen your economic intuition. The first introduction to the subject written especially for economists Includes programming examples Features numerous exercises throughout Ideal for students and researchers alike

A program of scientific research in transportation

A program of scientific research in transportation
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2022
ISBN: 1928374650XXX
Category: Electronic Book
Language: EN, FR, DE, ES & NL

A program of scientific research in transportation Book Excerpt:

Mathematical Reviews

Mathematical Reviews
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 2004
ISBN: 1928374650XXX
Category: Mathematics
Language: EN, FR, DE, ES & NL

Mathematical Reviews Book Excerpt:

The Logistics and Transportation Review

The Logistics and Transportation Review
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1978
ISBN: 1928374650XXX
Category: Logistics
Language: EN, FR, DE, ES & NL

The Logistics and Transportation Review Book Excerpt:

Behavioral Responses to Policy and System Changes 2007

Behavioral Responses to Policy and System Changes 2007
Author: National Research Council (U.S.). Transportation Research Board
Publsiher: Unknown
Total Pages: 144
Release: 2007
ISBN: 1928374650XXX
Category: Automobile drivers
Language: EN, FR, DE, ES & NL

Behavioral Responses to Policy and System Changes 2007 Book Excerpt:

TRR no. 2010 includes 14 papers that explore the effect of the built environment on motorized and nonmotorized trip making, travel time information influence on network flow, multitasking and the value of travel time savings, revealed parking choices and the value of time, multimodality, process model of voluntary travel behavior modification, and behavioral impacts of the New Jersey Turnpike time-of-day pricing initiative. This issue of the TRR also examines modeling the timing of user responses to a new urban public transport service; automobiles, trips, and neighborhood type; impact of carpooling on trip-chaining behavior and emission reductions; willingness to pay for parking at suburban malls;impact of reduced parking standards on parking supply; telecommuting; and transportation and communications - substitutes, complements, or neither.